Profile Report

Dataset statistics

Number of variables	21
Number of observations	8000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	168.0 B

Variable types

NUM	20
BOOL	1

Reproduction

Analysis started	2021-01-27 20:51:14.415879
Analysis finished	2021-01-27 20:52:19.839874
Version	pandas-profiling v2.5.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

`PTS` is highly correlated with `MIN` and 2 other fields	High Correlation
`MIN` is highly correlated with `PTS`	High Correlation
`FGM` is highly correlated with `PTS` and 1 other fields	High Correlation
`FGA` is highly correlated with `PTS` and 1 other fields	High Correlation
`3PA` is highly correlated with `3P Made`	High Correlation
`3P Made` is highly correlated with `3PA`	High Correlation
`FTA` is highly correlated with `FTM`	High Correlation
`FTM` is highly correlated with `FTA`	High Correlation
`REB` is highly correlated with `DREB`	High Correlation
`DREB` is highly correlated with `REB`	High Correlation
`3P Made` has 673 (8.4%) zeros	Zeros
`3PA` has 220 (2.8%) zeros	Zeros
`BLK` has 619 (7.7%) zeros	Zeros

Id
Real number (ℝ_≥0)

UNIFORM
UNIQUE

Distinct count	8000
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6856.971
Minimum	4
Maximum	13798
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	4
5-th percentile	691.95
Q1	3413.75
median	6787.5
Q3	10299.25
95-th percentile	13086.25
Maximum	13798
Range	13794
Interquartile range (IQR)	6885.5

Descriptive statistics

Standard deviation	3977.447579
Coefficient of variation (CV)	0.5800589763
Kurtosis	-1.197516482
Mean	6856.971
Median Absolute Deviation (MAD)	3444.367467
Skewness	0.01615615495
Sum	54855768
Variance	15820089.24

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[4.0000e+00 1.3798e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2047	1	< 0.1%
13604	1	< 0.1%
1290	1	< 0.1%
3339	1	< 0.1%
9486	1	< 0.1%
5392	1	< 0.1%
3347	1	< 0.1%
13588	1	< 0.1%
9494	1	< 0.1%
11543	1	< 0.1%
Other values (7990)	7990	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
13798	1	< 0.1%
13797	1	< 0.1%
13796	1	< 0.1%
13795	1	< 0.1%
13794	1	< 0.1%

GP
Real number (ℝ)

Distinct count	119
Unique (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62.777875
Minimum	-8
Maximum	123
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	-8
5-th percentile	35
Q1	51
median	63
Q3	74
95-th percentile	91
Maximum	123
Range	131
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	17.11877382
Coefficient of variation (CV)	0.2726880102
Kurtosis	0.07600082775
Mean	62.777875
Median Absolute Deviation (MAD)	13.61109625
Skewness	-0.01907776945
Sum	502223
Variance	293.052417

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ -8. 9. 18.5 25.5 30.5 ... 89.5 93.5 101.5 108.5 123. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
59	206	2.6%
62	196	2.5%
60	195	2.4%
64	194	2.4%
63	189	2.4%
53	189	2.4%
69	185	2.3%
66	183	2.3%
65	177	2.2%
61	175	2.2%
Other values (109)	6111	76.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8	1	< 0.1%
-3	1	< 0.1%
1	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
123	1	< 0.1%
121	2	< 0.1%
120	1	< 0.1%
119	1	< 0.1%
117	1	< 0.1%

MIN
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	479
Unique (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	18.5766625
Minimum	2.9
Maximum	73.8
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	2.9
5-th percentile	7.2
Q1	12
median	16.8
Q3	23.5
95-th percentile	35.3
Maximum	73.8
Range	70.9
Interquartile range (IQR)	11.5

Descriptive statistics

Standard deviation	8.93526281
Coefficient of variation (CV)	0.4809939788
Kurtosis	1.775214034
Mean	18.5766625
Median Absolute Deviation (MAD)	6.979771881
Skewness	1.100555407
Sum	148613.3
Variance	79.83892148

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 2.9 3.85 4.75 6.25 8.65 ... 37.05 43.05 48.2 59.5 73.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
10.6	57	0.7%
11.7	54	0.7%
17.6	53	0.7%
11.6	52	0.7%
16.4	52	0.7%
15.1	51	0.6%
15	51	0.6%
12.9	50	0.6%
15.4	50	0.6%
12	49	0.6%
Other values (469)	7481	93.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.9	1	< 0.1%
3.3	2	< 0.1%
3.4	1	< 0.1%
3.6	3	< 0.1%
3.7	2	< 0.1%

Value	Count	Frequency (%)
73.8	1	< 0.1%
67.4	1	< 0.1%
66.8	1	< 0.1%
66.3	1	< 0.1%
64.8	1	< 0.1%

PTS
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	253
Unique (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.2670875
Minimum	0.8
Maximum	34.2
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	0.8
5-th percentile	2
Q1	4.1
median	6.3
Q3	9.5
95-th percentile	15.6
Maximum	34.2
Range	33.4
Interquartile range (IQR)	5.4

Descriptive statistics

Standard deviation	4.3187321
Coefficient of variation (CV)	0.5942865143
Kurtosis	2.345092236
Mean	7.2670875
Median Absolute Deviation (MAD)	3.345235094
Skewness	1.270330081
Sum	58136.7
Variance	18.65144695

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.8 1.25 1.75 2.35 3.25 ... 17.85 21.15 23. 26.95 34.2 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.6	102	1.3%
5.2	102	1.3%
5.1	101	1.3%
4.4	98	1.2%
5.5	98	1.2%
5.3	96	1.2%
3.5	96	1.2%
3.8	95	1.2%
4.9	95	1.2%
3.9	95	1.2%
Other values (243)	7022	87.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.8	4	0.1%
0.9	10	0.1%
1	20	0.2%
1.1	17	0.2%
1.2	19	0.2%

Value	Count	Frequency (%)
34.2	1	< 0.1%
32.1	1	< 0.1%
32	1	< 0.1%
31.9	1	< 0.1%
30.8	2	< 0.1%

FGM
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	111
Unique (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.8070375
Minimum	0.3
Maximum	13.1
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.8
Q1	1.6
median	2.4
Q3	3.7
95-th percentile	6.1
Maximum	13.1
Range	12.8
Interquartile range (IQR)	2.1

Descriptive statistics

Standard deviation	1.693373161
Coefficient of variation (CV)	0.6032598998
Kurtosis	2.304172965
Mean	2.8070375
Median Absolute Deviation (MAD)	1.309625647
Skewness	1.28518336
Sum	22456.3
Variance	2.867512663

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.3 0.35 0.55 0.85 1.15 ... 6.85 7.65 8.65 10.45 13.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.8	271	3.4%
1.4	248	3.1%
1.3	241	3.0%
1.5	239	3.0%
2.1	235	2.9%
1.6	230	2.9%
1.2	228	2.9%
2.2	224	2.8%
1.7	223	2.8%
1.9	217	2.7%
Other values (101)	5644	70.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	6	0.1%
0.4	49	0.6%
0.5	72	0.9%
0.6	108	1.4%
0.7	125	1.6%

Value	Count	Frequency (%)
13.1	1	< 0.1%
12.8	1	< 0.1%
12	2	< 0.1%
11.9	1	< 0.1%
11.8	1	< 0.1%

FGA
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	212
Unique (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.2312125
Minimum	0.8
Maximum	28.9
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	0.8
5-th percentile	1.9
Q1	3.6
median	5.4
Q3	8.1
95-th percentile	13.2
Maximum	28.9
Range	28.1
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.584558643
Coefficient of variation (CV)	0.5752586102
Kurtosis	2.244035555
Mean	6.2312125
Median Absolute Deviation (MAD)	2.775135222
Skewness	1.26627164
Sum	49849.7
Variance	12.84906066

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.8 1.05 1.45 1.95 2.65 ... 14.15 16.15 17.65 22. 28.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.6	137	1.7%
3.2	134	1.7%
4.6	124	1.6%
3.4	121	1.5%
4.7	117	1.5%
3.3	116	1.5%
4.9	116	1.5%
3.5	115	1.4%
4.2	113	1.4%
3.8	113	1.4%
Other values (202)	6794	84.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.8	1	< 0.1%
0.9	6	0.1%
1	13	0.2%
1.1	32	0.4%
1.2	25	0.3%

Value	Count	Frequency (%)
28.9	1	< 0.1%
28.6	1	< 0.1%
27.1	1	< 0.1%
25.8	1	< 0.1%
25.7	1	< 0.1%

FG%
Real number (ℝ_≥0)

Distinct count	363
Unique (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	44.6089
Minimum	21.3
Maximum	67.2
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	21.3
5-th percentile	34.6
Q1	40.4
median	44.4
Q3	48.7
95-th percentile	55
Maximum	67.2
Range	45.9
Interquartile range (IQR)	8.3

Descriptive statistics

Standard deviation	6.155452826
Coefficient of variation (CV)	0.1379871018
Kurtosis	-0.01650775319
Mean	44.6089
Median Absolute Deviation (MAD)	4.90640195
Skewness	0.1428357775
Sum	356871.2
Variance	37.88959949

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[21.3 25.65 29.2 31.55 33.35 ... 54.85 57.25 59.65 61.95 67.2 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
44.9	72	0.9%
43.9	70	0.9%
42.9	65	0.8%
44	63	0.8%
44.7	62	0.8%
43.2	59	0.7%
45.5	59	0.7%
40.9	59	0.7%
44.4	59	0.7%
46	59	0.7%
Other values (353)	7373	92.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.3	1	< 0.1%
25.6	1	< 0.1%
25.7	1	< 0.1%
25.9	1	< 0.1%
26	1	< 0.1%

Value	Count	Frequency (%)
67.2	1	< 0.1%
65.3	2	< 0.1%
65.1	1	< 0.1%
65	1	< 0.1%
64.7	1	< 0.1%

3P Made
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct count	28
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.264525
Minimum	-1.1
Maximum	1.7
Zeros	673
Zeros (%)	8.4%
Memory size	62.6 KiB

Quantile statistics

Minimum	-1.1
5-th percentile	-0.4
Q1	0
median	0.3
Q3	0.5
95-th percentile	0.9
Maximum	1.7
Range	2.8
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.3840930425
Coefficient of variation (CV)	1.452010368
Kurtosis	-0.03223809857
Mean	0.264525
Median Absolute Deviation (MAD)	0.3065739562
Skewness	0.01476425971
Sum	2116.2
Variance	0.1475274653

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1.1 -0.85 -0.65 -0.45 -0.35 ... 1.05 1.15 1.25 1.45 1.7 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.3	870	10.9%
0.2	821	10.3%
0.1	770	9.6%
0.4	742	9.3%
0.5	677	8.5%
-0	673	8.4%
0.6	543	6.8%
-0.1	526	6.6%
0.7	432	5.4%
-0.2	396	5.0%
Other values (18)	1550	19.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.1	2	< 0.1%
-0.9	11	0.1%
-0.8	19	0.2%
-0.7	37	0.5%
-0.6	72	0.9%

Value	Count	Frequency (%)
1.7	1	< 0.1%
1.6	2	< 0.1%
1.5	1	< 0.1%
1.4	14	0.2%
1.3	24	0.3%

3PA
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct count	75
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.8165625
Minimum	-3.1
Maximum	4.7
Zeros	220
Zeros (%)	2.8%
Memory size	62.6 KiB

Quantile statistics

Minimum	-3.1
5-th percentile	-0.9
Q1	0.1
median	0.8
Q3	1.5
95-th percentile	2.6
Maximum	4.7
Range	7.8
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.06096425
Coefficient of variation (CV)	1.299305625
Kurtosis	-0.01533354298
Mean	0.8165625
Median Absolute Deviation (MAD)	0.8461888281
Skewness	0.03199103225
Sum	6532.5
Variance	1.125645139

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-3.1 -2.45 -2.05 -1.65 -1.25 ... 2.55 2.85 3.15 3.85 4.7 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.9	326	4.1%
0.5	323	4.0%
0.8	305	3.8%
1.1	292	3.6%
1.2	286	3.6%
1	283	3.5%
0.7	281	3.5%
0.3	277	3.5%
0.2	270	3.4%
1.3	270	3.4%
Other values (65)	5087	63.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.1	1	< 0.1%
-2.6	1	< 0.1%
-2.5	1	< 0.1%
-2.4	7	0.1%
-2.3	6	0.1%

Value	Count	Frequency (%)
4.7	1	< 0.1%
4.6	1	< 0.1%
4.5	1	< 0.1%
4.4	1	< 0.1%
4.3	2	< 0.1%

3P%
Real number (ℝ)

Distinct count	826
Unique (%)	10.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	19.5837
Minimum	-38.5
Maximum	82.1
Zeros	7
Zeros (%)	0.1%
Memory size	62.6 KiB

Quantile statistics

Minimum	-38.5
5-th percentile	-6.4
Q1	8.4
median	19.5
Q3	30.6
95-th percentile	46.4
Maximum	82.1
Range	120.6
Interquartile range (IQR)	22.2

Descriptive statistics

Standard deviation	16.00315514
Coefficient of variation (CV)	0.81716709
Kurtosis	-0.0917964955
Mean	19.5837
Median Absolute Deviation (MAD)	12.8446761
Skewness	0.03827711547
Sum	156669.6
Variance	256.1009744

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-38.5 -31.1 -22.95 -15.65 -11.95 ... 43.25 50.55 57.5 63.2 82.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
22.1	29	0.4%
22.6	27	0.3%
25.2	27	0.3%
12.6	27	0.3%
18.7	27	0.3%
26.3	27	0.3%
14.4	27	0.3%
16.2	27	0.3%
24	27	0.3%
18.2	26	0.3%
Other values (816)	7729	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-38.5	1	< 0.1%
-33.4	1	< 0.1%
-31.2	1	< 0.1%
-31	1	< 0.1%
-30.4	1	< 0.1%

Value	Count	Frequency (%)
82.1	1	< 0.1%
76.1	1	< 0.1%
73.7	1	< 0.1%
72.8	1	< 0.1%
72.6	1	< 0.1%

FTM
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	68
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.392525
Minimum	0
Maximum	8.1
Zeros	15
Zeros (%)	0.2%
Memory size	62.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	0.7
median	1.2
Q3	1.9
95-th percentile	3.1
Maximum	8.1
Range	8.1
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	0.9261527111
Coefficient of variation (CV)	0.6650887496
Kurtosis	2.885435548
Mean	1.392525
Median Absolute Deviation (MAD)	0.7151576938
Skewness	1.333701383
Sum	11140.2
Variance	0.8577588442

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.05 0.15 0.25 0.45 ... 3.75 4.15 4.75 5.75 8.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.8	431	5.4%
0.6	430	5.4%
0.7	417	5.2%
0.9	415	5.2%
1	412	5.1%
1.1	399	5.0%
0.5	377	4.7%
1.2	369	4.6%
0.4	340	4.2%
1.3	327	4.1%
Other values (58)	4083	51.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	0.2%
0.1	102	1.3%
0.2	219	2.7%
0.3	278	3.5%
0.4	340	4.2%

Value	Count	Frequency (%)
8.1	1	< 0.1%
7.6	1	< 0.1%
7.2	1	< 0.1%
7	1	< 0.1%
6.8	2	< 0.1%

FTA
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	86
Unique (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.9477875
Minimum	0
Maximum	11.1
Zeros	7
Zeros (%)	0.1%
Memory size	62.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4
Q1	1
median	1.7
Q3	2.6
95-th percentile	4.3
Maximum	11.1
Range	11.1
Interquartile range (IQR)	1.6

Descriptive statistics

Standard deviation	1.252352248
Coefficient of variation (CV)	0.642961436
Kurtosis	2.662420403
Mean	1.9477875
Median Absolute Deviation (MAD)	0.9682877031
Skewness	1.285804368
Sum	15582.3
Variance	1.568386153

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.15 0.25 0.35 0.55 ... 4.45 5.55 6.75 8.35 11.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.9	342	4.3%
1.6	315	3.9%
1.2	314	3.9%
1.3	304	3.8%
1.4	302	3.8%
1.1	294	3.7%
1.5	292	3.6%
0.8	276	3.5%
1	271	3.4%
1.8	259	3.2%
Other values (76)	5031	62.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	0.1%
0.1	38	0.5%
0.2	93	1.2%
0.3	145	1.8%
0.4	188	2.4%

Value	Count	Frequency (%)
11.1	1	< 0.1%
9.7	1	< 0.1%
9.6	1	< 0.1%
9.4	1	< 0.1%
8.7	1	< 0.1%

FT%
Real number (ℝ)

Distinct count	624
Unique (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	71.365825
Minimum	-13.3
Maximum	168.9
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	-13.3
5-th percentile	54.9
Q1	65
median	71.4
Q3	77.5
95-th percentile	88.4
Maximum	168.9
Range	182.2
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	10.43044696
Coefficient of variation (CV)	0.146154647
Kurtosis	3.029964854
Mean	71.365825
Median Absolute Deviation (MAD)	7.874517088
Skewness	0.08230046805
Sum	570926.6
Variance	108.7942238

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-13.3 14.1 37.25 44.5 49.65 ... 93.15 97.85 105.15 118.7 168.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
69.2	49	0.6%
68.7	47	0.6%
72.9	45	0.6%
76.1	44	0.5%
69.7	43	0.5%
69.4	43	0.5%
68	43	0.5%
71.5	42	0.5%
71	41	0.5%
74.7	41	0.5%
Other values (614)	7562	94.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13.3	1	< 0.1%
13.5	1	< 0.1%
14.7	1	< 0.1%
17.2	1	< 0.1%
18.3	1	< 0.1%

Value	Count	Frequency (%)
168.9	1	< 0.1%
132.5	1	< 0.1%
125.4	1	< 0.1%
124.9	1	< 0.1%
119.7	1	< 0.1%

OREB
Real number (ℝ_≥0)

Distinct count	53
Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.0778375
Minimum	0
Maximum	5.5
Zeros	70
Zeros (%)	0.9%
Memory size	62.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2
Q1	0.5
median	0.9
Q3	1.5
95-th percentile	2.6
Maximum	5.5
Range	5.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7856699264
Coefficient of variation (CV)	0.7289317048
Kurtosis	2.16637344
Mean	1.0778375
Median Absolute Deviation (MAD)	0.6061029844
Skewness	1.3163425
Sum	8622.7
Variance	0.6172772332

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.05 0.15 0.35 0.75 ... 2.65 3.25 3.65 4.45 5.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.6	551	6.9%
0.5	532	6.7%
0.4	505	6.3%
0.7	505	6.3%
0.8	472	5.9%
0.9	466	5.8%
0.3	455	5.7%
0.2	409	5.1%
1	407	5.1%
1.1	359	4.5%
Other values (43)	3339	41.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	70	0.9%
0.1	293	3.7%
0.2	409	5.1%
0.3	455	5.7%
0.4	505	6.3%

Value	Count	Frequency (%)
5.5	1	< 0.1%
5.4	1	< 0.1%
5.3	1	< 0.1%
4.9	3	< 0.1%
4.8	2	< 0.1%

DREB
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	93
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.1685
Minimum	0.2
Maximum	11
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.5
Q1	1.1
median	1.9
Q3	2.9
95-th percentile	4.805
Maximum	11
Range	10.8
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	1.392223953
Coefficient of variation (CV)	0.6420216524
Kurtosis	2.797100076
Mean	2.1685
Median Absolute Deviation (MAD)	1.0675875
Skewness	1.388891057
Sum	17348
Variance	1.938287536

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.2 0.35 0.55 0.85 1.55 ... 4.95 6.15 7.15 8.65 11. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	322	4.0%
1.4	313	3.9%
1.3	292	3.6%
0.9	291	3.6%
1.2	289	3.6%
1.5	289	3.6%
1.1	282	3.5%
1.8	266	3.3%
1.7	264	3.3%
1.6	255	3.2%
Other values (83)	5137	64.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	24	0.3%
0.3	87	1.1%
0.4	148	1.8%
0.5	175	2.2%
0.6	209	2.6%

Value	Count	Frequency (%)
11	1	< 0.1%
10.8	1	< 0.1%
10	1	< 0.1%
9.8	2	< 0.1%
9.6	2	< 0.1%

REB
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	131
Unique (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.2453
Minimum	0.3
Maximum	15.9
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.8
Q1	1.7
median	2.8
Q3	4.3
95-th percentile	7.3
Maximum	15.9
Range	15.6
Interquartile range (IQR)	2.6

Descriptive statistics

Standard deviation	2.085154405
Coefficient of variation (CV)	0.6425151466
Kurtosis	2.359445451
Mean	3.2453
Median Absolute Deviation (MAD)	1.602447175
Skewness	1.332728372
Sum	25962.4
Variance	4.347868894

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0.3 0.55 0.95 2.65 3.35 ... 6.85 8.45 9.75 12.35 15.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.8	208	2.6%
1.9	203	2.5%
1.4	200	2.5%
1.5	199	2.5%
2.1	195	2.4%
2.2	194	2.4%
1.7	194	2.4%
2.6	191	2.4%
1.2	189	2.4%
2.5	187	2.3%
Other values (121)	6040	75.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	14	0.2%
0.4	54	0.7%
0.5	62	0.8%
0.6	105	1.3%
0.7	123	1.5%

Value	Count	Frequency (%)
15.9	1	< 0.1%
14.6	1	< 0.1%
13.9	1	< 0.1%
13.8	1	< 0.1%
13.7	1	< 0.1%

AST
Real number (ℝ_≥0)

Distinct count	95
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.6245125
Minimum	0
Maximum	12.8
Zeros	60
Zeros (%)	0.8%
Memory size	62.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2
Q1	0.7
median	1.3
Q3	2.2
95-th percentile	4.3
Maximum	12.8
Range	12.8
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.355985887
Coefficient of variation (CV)	0.8347032642
Kurtosis	4.930922317
Mean	1.6245125
Median Absolute Deviation (MAD)	1.010240347
Skewness	1.774748327
Sum	12996.1
Variance	1.838697725

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.05 0.15 0.95 1.45 ... 5.05 5.95 6.95 8.45 12.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.7	374	4.7%
0.4	361	4.5%
0.5	359	4.5%
0.9	341	4.3%
0.3	337	4.2%
0.6	334	4.2%
0.8	331	4.1%
1	308	3.9%
1.2	303	3.8%
0.2	301	3.8%
Other values (85)	4651	58.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	60	0.8%
0.1	234	2.9%
0.2	301	3.8%
0.3	337	4.2%
0.4	361	4.5%

Value	Count	Frequency (%)
12.8	1	< 0.1%
11.9	1	< 0.1%
10.7	1	< 0.1%
10.5	2	< 0.1%
10.1	1	< 0.1%

STL
Real number (ℝ_≥0)

Distinct count	30
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6486875
Minimum	0
Maximum	3.6
Zeros	42
Zeros (%)	0.5%
Memory size	62.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.3
median	0.6
Q3	0.9
95-th percentile	1.4
Maximum	3.6
Range	3.6
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.407626112
Coefficient of variation (CV)	0.6283859517
Kurtosis	2.197415457
Mean	0.6486875
Median Absolute Deviation (MAD)	0.3158528594
Skewness	1.209019921
Sum	5189.5
Variance	0.1661590472

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.05 0.15 0.25 0.65 ... 1.65 1.85 2.15 2.55 3.6 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.4	931	11.6%
0.5	900	11.2%
0.3	899	11.2%
0.6	839	10.5%
0.7	712	8.9%
0.2	684	8.6%
0.8	561	7.0%
0.9	464	5.8%
1	387	4.8%
0.1	382	4.8%
Other values (20)	1241	15.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	42	0.5%
0.1	382	4.8%
0.2	684	8.6%
0.3	899	11.2%
0.4	931	11.6%

Value	Count	Frequency (%)
3.6	1	< 0.1%
3.5	1	< 0.1%
2.9	3	< 0.1%
2.6	1	< 0.1%
2.5	4	0.1%

BLK
Real number (ℝ)

ZEROS

Distinct count	108
Unique (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2452125
Minimum	-17.9
Maximum	18.9
Zeros	619
Zeros (%)	7.7%
Memory size	62.6 KiB

Quantile statistics

Minimum	-17.9
5-th percentile	-0.3
Q1	0.1
median	0.2
Q3	0.4
95-th percentile	0.8
Maximum	18.9
Range	36.8
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.8210367486
Coefficient of variation (CV)	3.348266294
Kurtosis	204.3956834
Mean	0.2452125
Median Absolute Deviation (MAD)	0.3009259031
Skewness	0.4147105622
Sum	1961.7
Variance	0.6741013425

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-17.9 -5.75 -2.85 -1.75 -0.85 ... 1.95 2.65 4.1 9.8 18.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.2	1551	19.4%
0.3	1348	16.9%
0.1	1199	15.0%
0.4	806	10.1%
-0	619	7.7%
0.5	497	6.2%
-0.1	343	4.3%
0.6	271	3.4%
-0.2	215	2.7%
0.7	178	2.2%
Other values (98)	973	12.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-17.9	1	< 0.1%
-17.5	1	< 0.1%
-15.7	1	< 0.1%
-15.4	1	< 0.1%
-15.2	1	< 0.1%

Value	Count	Frequency (%)
18.9	1	< 0.1%
15.1	1	< 0.1%
14.7	1	< 0.1%
14.5	1	< 0.1%
12.9	1	< 0.1%

TOV
Real number (ℝ_≥0)

Distinct count	51
Unique (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.2577625
Minimum	0.1
Maximum	5.3
Zeros	0
Zeros (%)	0.0%
Memory size	62.6 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.4
Q1	0.7
median	1.1
Q3	1.6
95-th percentile	2.7
Maximum	5.3
Range	5.2
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.7232704429
Coefficient of variation (CV)	0.5750453229
Kurtosis	2.05008296
Mean	1.2577625
Median Absolute Deviation (MAD)	0.5574301281
Skewness	1.208849456
Sum	10062.1
Variance	0.5231201336

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.1 0.15 0.25 0.35 0.45 ... 2.75 3.35 3.85 4.35 5.3 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.9	556	7.0%
0.8	528	6.6%
0.7	520	6.5%
1	510	6.4%
1.2	475	5.9%
1.1	461	5.8%
0.6	453	5.7%
1.3	446	5.6%
0.5	433	5.4%
1.5	365	4.6%
Other values (41)	3253	40.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	25	0.3%
0.2	114	1.4%
0.3	235	2.9%
0.4	311	3.9%
0.5	433	5.4%

Value	Count	Frequency (%)
5.3	1	< 0.1%
5.2	1	< 0.1%
5.1	2	< 0.1%
4.9	4	0.1%
4.8	1	< 0.1%

TARGET_5Yrs
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	62.6 KiB

1	6669
0	1331

Frequency Table

Value	Count	Frequency (%)
1	6669	83.4%
0	1331	16.6%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Count
Matrix

First rows

	Id	GP	MIN	PTS	FGM	FGA	FG%	3P Made	3PA	3P%	FTM	FTA	FT%	OREB	DREB	REB	AST	STL	BLK	TOV	TARGET_5Yrs
0	10556	80	24.3	7.8	3.0	6.4	45.7	0.1	0.3	22.6	2.0	2.9	72.1	2.2	2.0	3.8	3.2	1.1	0.2	1.6	1
1	5342	75	21.8	10.5	4.2	7.9	55.1	-0.3	-1.0	34.9	2.4	3.6	67.8	3.6	3.7	6.6	0.7	0.5	0.6	1.4	1
2	5716	85	19.1	4.5	1.9	4.5	42.8	0.4	1.2	34.3	0.4	0.6	75.7	0.6	1.8	2.4	0.8	0.4	0.2	0.6	1
3	13790	63	19.1	8.2	3.5	6.7	52.5	0.3	0.8	23.7	0.9	1.5	66.9	0.8	2.0	3.0	1.8	0.4	0.1	1.9	1
4	5470	63	17.8	3.7	1.7	3.4	50.8	0.5	1.4	13.7	0.2	0.5	54.0	2.4	2.7	4.9	0.4	0.4	0.6	0.7	1
5	1961	88	20.0	8.8	3.7	8.7	43.6	-0.2	-0.5	6.9	2.0	2.8	75.1	1.8	2.9	4.7	1.8	0.4	0.3	1.1	1
6	2677	70	20.6	7.0	3.2	5.4	58.9	0.1	-0.1	-3.6	0.7	1.4	56.7	2.9	4.6	7.6	0.6	0.4	0.7	1.2	1
7	11722	57	17.6	5.4	1.7	4.7	37.2	0.9	2.8	33.2	1.4	1.8	78.3	0.8	1.7	2.6	0.4	0.6	0.6	0.3	1
8	6148	46	26.5	9.3	3.1	7.2	44.0	0.6	1.7	27.5	2.0	2.3	82.1	1.3	2.8	4.1	1.8	0.7	0.6	1.7	1
9	3040	64	33.4	16.9	6.4	11.3	59.0	0.3	1.1	-13.0	3.7	4.9	74.9	3.4	8.0	11.9	0.8	0.4	2.5	2.4	1

Last rows

	Id	GP	MIN	PTS	FGM	FGA	FG%	3P Made	3PA	3P%	FTM	FTA	FT%	OREB	DREB	REB	AST	STL	BLK	TOV	TARGET_5Yrs
7990	13494	63	10.6	4.8	1.8	3.2	54.6	-0.3	-0.8	-12.3	1.3	1.7	81.9	2.3	2.2	4.0	0.0	0.3	0.4	0.3	1
7991	7895	60	18.3	8.9	3.8	7.5	48.4	-0.2	-0.5	-6.4	1.5	2.3	62.8	3.4	3.1	6.4	0.2	0.3	0.6	0.7	1
7992	5632	45	7.1	2.0	0.9	2.1	43.7	-0.2	-0.4	23.6	0.2	0.5	50.8	0.5	1.0	1.6	0.1	0.2	0.3	0.3	1
7993	1413	27	11.4	3.3	1.2	3.4	38.5	0.7	2.1	19.3	0.6	0.9	69.2	0.3	1.2	1.5	0.6	0.5	0.1	0.7	1
7994	5460	65	22.2	6.9	2.8	6.9	40.5	0.5	1.5	36.6	0.8	1.1	62.6	0.2	1.0	1.1	2.8	0.6	0.1	1.3	0
7995	2996	32	9.2	1.8	0.7	1.8	40.3	-0.1	-0.2	23.1	0.4	0.6	65.7	0.3	1.8	1.9	0.5	0.3	0.2	0.4	1
7996	11679	54	6.0	1.8	0.7	1.4	48.7	0.1	0.1	3.1	0.2	0.4	70.1	1.0	1.1	2.0	0.1	0.0	0.3	0.3	1
7997	5537	85	28.2	10.7	4.0	9.0	45.1	0.2	0.6	23.6	2.8	3.9	69.7	1.0	2.1	3.1	3.4	1.2	0.2	1.8	1
7998	1292	39	7.7	2.5	1.0	2.3	40.1	-0.3	-0.5	13.3	0.6	0.7	74.3	0.4	0.6	0.9	0.2	0.3	0.3	0.5	1
7999	2900	49	19.2	4.8	1.7	5.1	32.6	0.7	2.4	41.3	0.8	1.3	70.1	0.1	1.1	1.2	3.5	0.9	-0.3	1.4	1

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Missing values

Sample

First rows

Last rows